Context Awareness in Recognition of Affective States: A Systematic Mapping of the Literature

被引:9
|
作者
Dorneles, Sandro Oliveira [1 ]
Francisco, Rosemary [2 ]
Ferrari Barbosa, Debora Nice [3 ]
Victoria Barbosa, Jorge Luis [2 ]
机构
[1] Fed Inst Educ Sci & Technol Rio Grande do Sul IFR, Campus Feliz,Princesa Isabel St, BR-95770000 Feliz, RS, Brazil
[2] Univ Vale Rio dos Sinos Unisinos, Sao Leopoldo, Brazil
[3] Feevale Univ, Novo Hamburgo, Brazil
关键词
EMOTION RECOGNITION; MODEL; STRESS; MOBILE; TECHNOLOGIES; PLATFORM;
D O I
10.1080/10447318.2022.2062549
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Studies indicate the growth and relevance of systems that can recognize affective states in the most different areas. A tendency to more natural environments could be noticed that considering physical or physiological signs and the individual's relationship with the environment, other people, and daily activities. Therefore, what is the importance of combining ubiquitous computing, affective computing, and the contributions of context-aware information to provide more accurate and intelligent affective systems? This study presents a systematic literature mapping about the use of contextual information to identify affective states, which covered articles published between 2010 and October 2021, resulting in 1.638 studies. After applying filters, which we explain further in this article, we selected 49 works to answer a set of research questions. The results indicate that physiological data was the main parameter for recognizing affective signs (62.3%, 33/53), followed by visual data (32.1%, 17/53). The links between context and affective signs presented a more significant occurrence in the combination of contexts related to activities and physiological data (34%, 18/53).
引用
收藏
页码:1563 / 1581
页数:19
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